Network with symmetric function of neuron transformation for noise distortion elimination and image reconstruction

The method is investigated and described for image reconstruction, distortion of which is eliminated by means of using the network having symmetric transformation function for neurons. Networks modifications are considered that after learning form nonlinear filter which is capable to suppress or eliminate the image nonlinear noise.